Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 71 |
| Missing cells | 156 |
| Missing cells (%) | 9.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.4 KiB |
| Average record size in memory | 193.8 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 2 |
| Unsupported | 2 |
df_aicr_previous_week has 11 (15.5%) missing values | Missing |
df_itg20_previous_week has 3 (4.2%) missing values | Missing |
df_ntt_previous_week has 71 (100.0%) missing values | Missing |
df_sentiment_previous_week has 71 (100.0%) missing values | Missing |
Unnamed: 0 has unique values | Unique |
employeeid has unique values | Unique |
df_itg_previous_week has unique values | Unique |
df_aht_previous_week has unique values | Unique |
df_ntt_previous_week is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
df_sentiment_previous_week is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 0 has 1 (1.4%) zeros | Zeros |
Friday has 10 (14.1%) zeros | Zeros |
Monday has 4 (5.6%) zeros | Zeros |
Saturday has 1 (1.4%) zeros | Zeros |
Sunday has 3 (4.2%) zeros | Zeros |
Thursday has 5 (7.0%) zeros | Zeros |
Tuesday has 4 (5.6%) zeros | Zeros |
Wednesday has 6 (8.5%) zeros | Zeros |
previous week_x has 11 (15.5%) zeros | Zeros |
actual week has 16 (22.5%) zeros | Zeros |
df_aicr_previous_week has 1 (1.4%) zeros | Zeros |
df_transfer_previous_week has 3 (4.2%) zeros | Zeros |
df_tsr_previous_week has 54 (76.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-19 16:54:57.479150 |
|---|---|
| Analysis finished | 2021-05-19 16:55:47.122736 |
| Duration | 49.64 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 71 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.5633803 |
|---|---|
| Minimum | 0 |
| Maximum | 262 |
| Zeros | 1 |
| Zeros (%) | 1.4% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 61.5 |
| median | 100 |
| Q3 | 167 |
| 95-th percentile | 246 |
| Maximum | 262 |
| Range | 262 |
| Interquartile range (IQR) | 105.5 |
Descriptive statistics
| Standard deviation | 73.01990578 |
|---|---|
| Coefficient of variation (CV) | 0.6429881322 |
| Kurtosis | -0.7891789255 |
| Mean | 113.5633803 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.3248802852 |
| Sum | 8063 |
| Variance | 5331.90664 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.4% |
| 80 | 1 | 1.4% |
| 197 | 1 | 1.4% |
| 89 | 1 | 1.4% |
| 87 | 1 | 1.4% |
| 86 | 1 | 1.4% |
| 210 | 1 | 1.4% |
| 81 | 1 | 1.4% |
| 79 | 1 | 1.4% |
| 95 | 1 | 1.4% |
| Other values (61) | 61 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 7 | 1 | |
| 10 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 18 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 262 | 1 | |
| 259 | 1 | |
| 251 | 1 | |
| 248 | 1 | |
| 244 | 1 | |
| 235 | 1 | |
| 232 | 1 | |
| 228 | 1 | |
| 215 | 1 | |
| 210 | 1 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2257558.239 |
|---|---|
| Minimum | 518803 |
| Maximum | 3799196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 518803 |
|---|---|
| 5-th percentile | 806967 |
| Q1 | 1442818.5 |
| median | 2310754 |
| Q3 | 3119998 |
| 95-th percentile | 3504312 |
| Maximum | 3799196 |
| Range | 3280393 |
| Interquartile range (IQR) | 1677179.5 |
Descriptive statistics
| Standard deviation | 935007.372 |
|---|---|
| Coefficient of variation (CV) | 0.4141675531 |
| Kurtosis | -1.222001082 |
| Mean | 2257558.239 |
| Median Absolute Deviation (MAD) | 816947 |
| Skewness | -0.07949731667 |
| Sum | 160286635 |
| Variance | 8.742387858 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3424256 | 1 | 1.4% |
| 2368354 | 1 | 1.4% |
| 1280352 | 1 | 1.4% |
| 3205085 | 1 | 1.4% |
| 3425257 | 1 | 1.4% |
| 1270231 | 1 | 1.4% |
| 3426902 | 1 | 1.4% |
| 1768788 | 1 | 1.4% |
| 1971662 | 1 | 1.4% |
| 2310754 | 1 | 1.4% |
| Other values (61) | 61 |
| Value | Count | Frequency (%) |
| 518803 | 1 | |
| 596927 | 1 | |
| 707350 | 1 | |
| 787312 | 1 | |
| 826622 | 1 | |
| 906108 | 1 | |
| 953217 | 1 | |
| 1001754 | 1 | |
| 1136749 | 1 | |
| 1140929 | 1 |
| Value | Count | Frequency (%) |
| 3799196 | 1 | |
| 3735799 | 1 | |
| 3683104 | 1 | |
| 3567085 | 1 | |
| 3441539 | 1 | |
| 3434886 | 1 | |
| 3426902 | 1 | |
| 3425257 | 1 | |
| 3424256 | 1 | |
| 3423102 | 1 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.639925846 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 10 |
| Zeros (%) | 14.1% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -41.79912698 |
| median | -2.673846154 |
| Q3 | 26.11111111 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 67.9102381 |
Descriptive statistics
| Standard deviation | 52.02315726 |
|---|---|
| Coefficient of variation (CV) | -6.80937987 |
| Kurtosis | -0.2040604544 |
| Mean | -7.639925846 |
| Median Absolute Deviation (MAD) | 36.00717949 |
| Skewness | 0.1325723123 |
| Sum | -542.434735 |
| Variance | 2706.408891 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 14.1% |
| -100 | 7 | 9.9% |
| 100 | 5 | 7.0% |
| -50 | 4 | 5.6% |
| -66.66666667 | 4 | 5.6% |
| 33.33333333 | 4 | 5.6% |
| -25 | 3 | 4.2% |
| -33.33333333 | 2 | 2.8% |
| -32.355 | 1 | 1.4% |
| -16.66666667 | 1 | 1.4% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| -100 | 7 | |
| -66.66666667 | 4 | |
| -60 | 1 | 1.4% |
| -52.83888889 | 1 | 1.4% |
| -50 | 4 | |
| -42.85714286 | 1 | 1.4% |
| -40.74111111 | 1 | 1.4% |
| -33.33333333 | 2 | 2.8% |
| -32.355 | 1 | 1.4% |
| -30.8375 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 5 | |
| 66.66666667 | 1 | 1.4% |
| 64.28571429 | 1 | 1.4% |
| 50.66666667 | 1 | 1.4% |
| 50 | 1 | 1.4% |
| 46.668 | 1 | 1.4% |
| 42.85714286 | 1 | 1.4% |
| 40.83333333 | 1 | 1.4% |
| 37.5 | 1 | 1.4% |
| 33.33333333 | 4 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 64.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.989919375 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 4 |
| Zeros (%) | 5.6% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -28.57142857 |
| median | 0 |
| Q3 | 40.83333333 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 69.4047619 |
Descriptive statistics
| Standard deviation | 57.61866003 |
|---|---|
| Coefficient of variation (CV) | -28.95527365 |
| Kurtosis | -0.5579188587 |
| Mean | -1.989919375 |
| Median Absolute Deviation (MAD) | 35.71428571 |
| Skewness | -0.1379158312 |
| Sum | -141.2842756 |
| Variance | 3319.909984 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -100 | 10 | 14.1% |
| 100 | 6 | 8.5% |
| 50 | 6 | 8.5% |
| 0 | 4 | 5.6% |
| -22.22222222 | 2 | 2.8% |
| -28.57142857 | 2 | 2.8% |
| -25 | 2 | 2.8% |
| -19.04642857 | 1 | 1.4% |
| -13.33333333 | 1 | 1.4% |
| -14.28571429 | 1 | 1.4% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| -100 | 10 | |
| -83.335 | 1 | 1.4% |
| -71.42857143 | 1 | 1.4% |
| -60 | 1 | 1.4% |
| -50 | 1 | 1.4% |
| -44.44444444 | 1 | 1.4% |
| -35.71428571 | 1 | 1.4% |
| -33.33333333 | 1 | 1.4% |
| -28.57142857 | 2 | 2.8% |
| -25 | 2 | 2.8% |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 75 | 1 | 1.4% |
| 71.42857143 | 1 | 1.4% |
| 60 | 1 | 1.4% |
| 58.33333333 | 1 | 1.4% |
| 57.14285714 | 1 | 1.4% |
| 50 | 6 | |
| 41.66666667 | 1 | 1.4% |
| 40 | 1 | 1.4% |
| 36.36363636 | 1 | 1.4% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.243727705 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | 1.4% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -34.52380952 |
| median | 7.14 |
| Q3 | 36.04166667 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 70.56547619 |
Descriptive statistics
| Standard deviation | 60.49237511 |
|---|---|
| Coefficient of variation (CV) | 48.6379574 |
| Kurtosis | -0.7080026358 |
| Mean | 1.243727705 |
| Median Absolute Deviation (MAD) | 40.47333333 |
| Skewness | -0.0007654316641 |
| Sum | 88.30466703 |
| Variance | 3659.327446 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 10 | 14.1% |
| -100 | 9 | 12.7% |
| -33.33333333 | 3 | 4.2% |
| -20 | 3 | 4.2% |
| -50 | 3 | 4.2% |
| 33.33333333 | 3 | 4.2% |
| 50 | 2 | 2.8% |
| -37.5 | 2 | 2.8% |
| -31.25125 | 1 | 1.4% |
| 21.21272727 | 1 | 1.4% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| -100 | 9 | |
| -73.33333333 | 1 | 1.4% |
| -66.66666667 | 1 | 1.4% |
| -60 | 1 | 1.4% |
| -50 | 3 | 4.2% |
| -37.5 | 2 | 2.8% |
| -35.71428571 | 1 | 1.4% |
| -33.33333333 | 3 | 4.2% |
| -31.25125 | 1 | 1.4% |
| -29.16666667 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 10 | |
| 80 | 1 | 1.4% |
| 62.5 | 1 | 1.4% |
| 60 | 1 | 1.4% |
| 50 | 2 | 2.8% |
| 40.83333333 | 1 | 1.4% |
| 40 | 1 | 1.4% |
| 38.75 | 1 | 1.4% |
| 33.33333333 | 3 | 4.2% |
| 27.50083333 | 1 | 1.4% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.8592477 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 3 |
| Zeros (%) | 4.2% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -23.80952381 |
| median | 11.28968254 |
| Q3 | 41.46825397 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 65.27777778 |
Descriptive statistics
| Standard deviation | 52.97902826 |
|---|---|
| Coefficient of variation (CV) | 4.878701521 |
| Kurtosis | -0.1320840503 |
| Mean | 10.8592477 |
| Median Absolute Deviation (MAD) | 31.13431746 |
| Skewness | -0.1801109569 |
| Sum | 771.0065865 |
| Variance | 2806.777435 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 9 | 12.7% |
| -100 | 5 | 7.0% |
| 50 | 4 | 5.6% |
| 0 | 3 | 4.2% |
| 25 | 3 | 4.2% |
| -33.33333333 | 2 | 2.8% |
| 16.66666667 | 2 | 2.8% |
| 7.407407407 | 1 | 1.4% |
| 10.517 | 1 | 1.4% |
| 31.24875 | 1 | 1.4% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -100 | 5 | |
| -73.33333333 | 1 | 1.4% |
| -66.66666667 | 1 | 1.4% |
| -50 | 1 | 1.4% |
| -44.44444444 | 1 | 1.4% |
| -40.55544444 | 1 | 1.4% |
| -37.5 | 1 | 1.4% |
| -37.22222222 | 1 | 1.4% |
| -33.33333333 | 2 | 2.8% |
| -33.33 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 9 | |
| 80 | 1 | 1.4% |
| 66.66666667 | 1 | 1.4% |
| 50 | 4 | |
| 47.22333333 | 1 | 1.4% |
| 42.424 | 1 | 1.4% |
| 42.1031746 | 1 | 1.4% |
| 40.83333333 | 1 | 1.4% |
| 37.5 | 1 | 1.4% |
| 35.69023569 | 1 | 1.4% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.278733149 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 5 |
| Zeros (%) | 7.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -30.3119697 |
| median | 5.604615385 |
| Q3 | 40.1825 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 70.4944697 |
Descriptive statistics
| Standard deviation | 57.8796251 |
|---|---|
| Coefficient of variation (CV) | 10.96468101 |
| Kurtosis | -0.5218600959 |
| Mean | 5.278733149 |
| Median Absolute Deviation (MAD) | 34.77128205 |
| Skewness | -0.2469404444 |
| Sum | 374.7900536 |
| Variance | 3350.051001 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 8 | 11.3% |
| -100 | 8 | 11.3% |
| 0 | 5 | 7.0% |
| 33.33333333 | 5 | 7.0% |
| -33.33333333 | 3 | 4.2% |
| 50 | 3 | 4.2% |
| -50 | 2 | 2.8% |
| -45 | 1 | 1.4% |
| 75 | 1 | 1.4% |
| 2.221666667 | 1 | 1.4% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| -100 | 8 | |
| -83.33333333 | 1 | 1.4% |
| -75 | 1 | 1.4% |
| -66.66666667 | 1 | 1.4% |
| -50 | 2 | 2.8% |
| -45 | 1 | 1.4% |
| -33.33333333 | 3 | 4.2% |
| -31.45727273 | 1 | 1.4% |
| -29.16666667 | 1 | 1.4% |
| -25.3968254 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 75 | 1 | 1.4% |
| 66.66625 | 1 | 1.4% |
| 62.5 | 1 | 1.4% |
| 60 | 1 | 1.4% |
| 59.16666667 | 1 | 1.4% |
| 50 | 3 | 4.2% |
| 44.44444444 | 1 | 1.4% |
| 40.365 | 1 | 1.4% |
| 40 | 1 | 1.4% |
| Distinct | 45 |
|---|---|
| Distinct (%) | 63.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2231065721 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 4 |
| Zeros (%) | 5.6% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -50 |
| median | 1.763571429 |
| Q3 | 35.68181818 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 85.68181818 |
Descriptive statistics
| Standard deviation | 59.01610094 |
|---|---|
| Coefficient of variation (CV) | -264.5197781 |
| Kurtosis | -0.8460382192 |
| Mean | -0.2231065721 |
| Median Absolute Deviation (MAD) | 48.23642857 |
| Skewness | -0.05532871238 |
| Sum | -15.84056662 |
| Variance | 3482.90017 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -100 | 7 | 9.9% |
| 100 | 6 | 8.5% |
| 0 | 4 | 5.6% |
| -50 | 4 | 5.6% |
| 50 | 3 | 4.2% |
| 33.33333333 | 3 | 4.2% |
| 60 | 2 | 2.8% |
| 75 | 2 | 2.8% |
| -66.66666667 | 2 | 2.8% |
| -33.33333333 | 2 | 2.8% |
| Other values (35) | 36 |
| Value | Count | Frequency (%) |
| -100 | 7 | |
| -87.5 | 1 | 1.4% |
| -83.33333333 | 1 | 1.4% |
| -71.42857143 | 1 | 1.4% |
| -66.66666667 | 2 | 2.8% |
| -60 | 1 | 1.4% |
| -58.33333333 | 1 | 1.4% |
| -52.33818182 | 1 | 1.4% |
| -50 | 4 | |
| -44.44444444 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 85.71428571 | 1 | 1.4% |
| 80 | 1 | 1.4% |
| 75 | 2 | 2.8% |
| 66.66666667 | 1 | 1.4% |
| 60 | 2 | 2.8% |
| 59.16666667 | 1 | 1.4% |
| 50 | 3 | |
| 36.36363636 | 1 | 1.4% |
| 35 | 1 | 1.4% |
| Distinct | 40 |
|---|---|
| Distinct (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.501150488 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 6 |
| Zeros (%) | 8.5% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -47.22222222 |
| median | -11.11111111 |
| Q3 | 22.79153333 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 70.01375556 |
Descriptive statistics
| Standard deviation | 56.33680204 |
|---|---|
| Coefficient of variation (CV) | -7.510421519 |
| Kurtosis | -0.3200327011 |
| Mean | -7.501150488 |
| Median Absolute Deviation (MAD) | 34.02777778 |
| Skewness | 0.3125455379 |
| Sum | -532.5816847 |
| Variance | 3173.835264 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 8 | 11.3% |
| -100 | 8 | 11.3% |
| 0 | 6 | 8.5% |
| -50 | 6 | 8.5% |
| 50 | 4 | 5.6% |
| -33.33333333 | 3 | 4.2% |
| -60 | 2 | 2.8% |
| -20 | 2 | 2.8% |
| -27.668 | 1 | 1.4% |
| -40 | 1 | 1.4% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| -100 | 8 | |
| -80 | 1 | 1.4% |
| -60 | 2 | 2.8% |
| -55.55333333 | 1 | 1.4% |
| -50 | 6 | |
| -44.44444444 | 1 | 1.4% |
| -40 | 1 | 1.4% |
| -33.33333333 | 3 | 4.2% |
| -27.668 | 1 | 1.4% |
| -27.272 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 66.66666667 | 1 | 1.4% |
| 50.66666667 | 1 | 1.4% |
| 50 | 4 | |
| 33.33333333 | 1 | 1.4% |
| 30 | 1 | 1.4% |
| 25 | 1 | 1.4% |
| 22.91666667 | 1 | 1.4% |
| 22.6664 | 1 | 1.4% |
| 16.66666667 | 1 | 1.4% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.50343172 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 11 |
| Zeros (%) | 15.5% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -33.33333333 |
| median | 3.571428571 |
| Q3 | 57.83923077 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 91.1725641 |
Descriptive statistics
| Standard deviation | 64.53264029 |
|---|---|
| Coefficient of variation (CV) | 6.14395771 |
| Kurtosis | -0.8400630443 |
| Mean | 10.50343172 |
| Median Absolute Deviation (MAD) | 46.42857143 |
| Skewness | -0.203456231 |
| Sum | 745.743652 |
| Variance | 4164.461663 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 14 | |
| 0 | 11 | |
| -100 | 10 | |
| 33.33333333 | 5 | 7.0% |
| -50 | 4 | 5.6% |
| -33.33333333 | 3 | 4.2% |
| 60 | 2 | 2.8% |
| 50 | 2 | 2.8% |
| -25 | 1 | 1.4% |
| -20 | 1 | 1.4% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| -100 | 10 | |
| -50 | 4 | 5.6% |
| -46.666 | 1 | 1.4% |
| -40 | 1 | 1.4% |
| -33.33333333 | 3 | 4.2% |
| -25 | 1 | 1.4% |
| -24.07333333 | 1 | 1.4% |
| -20 | 1 | 1.4% |
| -14.52428571 | 1 | 1.4% |
| 0 | 11 |
| Value | Count | Frequency (%) |
| 100 | 14 | |
| 91.6675 | 1 | 1.4% |
| 66.66666667 | 1 | 1.4% |
| 60 | 2 | 2.8% |
| 55.67846154 | 1 | 1.4% |
| 50 | 2 | 2.8% |
| 48.61083333 | 1 | 1.4% |
| 42.85714286 | 1 | 1.4% |
| 35.71428571 | 1 | 1.4% |
| 33.33333333 | 5 | 7.0% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.8785409121 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 16 |
| Zeros (%) | 22.5% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -38.88833333 |
| median | 0 |
| Q3 | 50 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 88.88833333 |
Descriptive statistics
| Standard deviation | 63.6235119 |
|---|---|
| Coefficient of variation (CV) | -72.41952084 |
| Kurtosis | -0.8008318032 |
| Mean | -0.8785409121 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | -0.0711336444 |
| Sum | -62.37640476 |
| Variance | 4047.951266 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| -100 | 13 | |
| 100 | 10 | |
| 50 | 6 | 8.5% |
| -50 | 3 | 4.2% |
| -33.33333333 | 2 | 2.8% |
| -25 | 2 | 2.8% |
| 2.115714286 | 2 | 2.8% |
| 66.66666667 | 2 | 2.8% |
| 31 | 1 | 1.4% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| -100 | 13 | |
| -66.66666667 | 1 | 1.4% |
| -50 | 3 | 4.2% |
| -44.44333333 | 1 | 1.4% |
| -33.33333333 | 2 | 2.8% |
| -33.332 | 1 | 1.4% |
| -25 | 2 | 2.8% |
| -19.04714286 | 1 | 1.4% |
| -14.5825 | 1 | 1.4% |
| 0 | 16 |
| Value | Count | Frequency (%) |
| 100 | 10 | |
| 75 | 1 | 1.4% |
| 66.66666667 | 2 | 2.8% |
| 50 | 6 | |
| 40 | 1 | 1.4% |
| 33.33333333 | 1 | 1.4% |
| 31 | 1 | 1.4% |
| 25 | 1 | 1.4% |
| 16.665 | 1 | 1.4% |
| 13.47 | 1 | 1.4% |
label
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 0 | 33 |
| Distinct | 53 |
|---|---|
| Distinct (%) | 88.3% |
| Missing | 11 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.99733333 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | 1.4% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46.29075 |
| Q1 | 55.54375 |
| median | 61.1525 |
| Q3 | 66.67125 |
| 95-th percentile | 75.5405 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11.1275 |
Descriptive statistics
| Standard deviation | 13.36918603 |
|---|---|
| Coefficient of variation (CV) | 0.2191765656 |
| Kurtosis | 7.354365358 |
| Mean | 60.99733333 |
| Median Absolute Deviation (MAD) | 5.5575 |
| Skewness | -1.295025924 |
| Sum | 3659.84 |
| Variance | 178.7351351 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 4 | 5.6% |
| 75 | 3 | 4.2% |
| 66.67 | 2 | 2.8% |
| 60.71 | 2 | 2.8% |
| 58.75 | 1 | 1.4% |
| 48.555 | 1 | 1.4% |
| 59.63 | 1 | 1.4% |
| 64.775 | 1 | 1.4% |
| 65.715 | 1 | 1.4% |
| 54.615 | 1 | 1.4% |
| Other values (43) | 43 | |
| (Missing) | 11 | 15.5% |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.4% |
| 30.95 | 1 | 1.4% |
| 42.22 | 1 | 1.4% |
| 46.505 | 1 | 1.4% |
| 48.55 | 1 | 1.4% |
| 48.555 | 1 | 1.4% |
| 50 | 4 | |
| 54.04 | 1 | 1.4% |
| 54.615 | 1 | 1.4% |
| 55 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 100 | 1 | 1.4% |
| 82.145 | 1 | 1.4% |
| 81.82 | 1 | 1.4% |
| 75.21 | 1 | 1.4% |
| 75 | 3 | |
| 72.915 | 1 | 1.4% |
| 72.81 | 1 | 1.4% |
| 72.73 | 1 | 1.4% |
| 71.57 | 1 | 1.4% |
| 71.43 | 1 | 1.4% |
df_cpc_previous_week
Real number (ℝ≥0)
| Distinct | 69 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6721559153 |
|---|---|
| Minimum | 0.23 |
| Maximum | 1.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0.23 |
|---|---|
| 5-th percentile | 0.365625 |
| Q1 | 0.5779166667 |
| median | 0.6583333333 |
| Q3 | 0.77125 |
| 95-th percentile | 0.9604166667 |
| Maximum | 1.11 |
| Range | 0.88 |
| Interquartile range (IQR) | 0.1933333333 |
Descriptive statistics
| Standard deviation | 0.1688883684 |
|---|---|
| Coefficient of variation (CV) | 0.2512636794 |
| Kurtosis | 0.3899603739 |
| Mean | 0.6721559153 |
| Median Absolute Deviation (MAD) | 0.09916666667 |
| Skewness | -0.02663013817 |
| Sum | 47.72306999 |
| Variance | 0.02852328099 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.71 | 2 | 2.8% |
| 1 | 2 | 2.8% |
| 0.5625 | 1 | 1.4% |
| 0.58875 | 1 | 1.4% |
| 0.525 | 1 | 1.4% |
| 0.38125 | 1 | 1.4% |
| 0.723 | 1 | 1.4% |
| 0.8325 | 1 | 1.4% |
| 0.7808333333 | 1 | 1.4% |
| 0.8814285714 | 1 | 1.4% |
| Other values (59) | 59 |
| Value | Count | Frequency (%) |
| 0.23 | 1 | |
| 0.33 | 1 | |
| 0.331 | 1 | |
| 0.35 | 1 | |
| 0.38125 | 1 | |
| 0.4216666667 | 1 | |
| 0.4225 | 1 | |
| 0.4790909091 | 1 | |
| 0.5125 | 1 | |
| 0.525 | 1 |
| Value | Count | Frequency (%) |
| 1.11 | 1 | |
| 1 | 2 | |
| 0.98 | 1 | |
| 0.9408333333 | 1 | |
| 0.9271428571 | 1 | |
| 0.8814285714 | 1 | |
| 0.875 | 1 | |
| 0.8725 | 1 | |
| 0.8628571429 | 1 | |
| 0.857 | 1 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.21186687 |
|---|---|
| Minimum | 12.5 |
| Maximum | 94.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 12.5 |
|---|---|
| 5-th percentile | 34.282 |
| Q1 | 49.471875 |
| median | 52.922 |
| Q3 | 63.09791667 |
| 95-th percentile | 81.5825 |
| Maximum | 94.12 |
| Range | 81.62 |
| Interquartile range (IQR) | 13.62604167 |
Descriptive statistics
| Standard deviation | 13.79573826 |
|---|---|
| Coefficient of variation (CV) | 0.2454239475 |
| Kurtosis | 1.367666536 |
| Mean | 56.21186687 |
| Median Absolute Deviation (MAD) | 6.382 |
| Skewness | 0.01890716108 |
| Sum | 3991.042548 |
| Variance | 190.3223942 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.324 | 1 | 1.4% |
| 50.27 | 1 | 1.4% |
| 82.82666667 | 1 | 1.4% |
| 64.5825 | 1 | 1.4% |
| 94.12 | 1 | 1.4% |
| 50.31375 | 1 | 1.4% |
| 52.38 | 1 | 1.4% |
| 82.465 | 1 | 1.4% |
| 48.33285714 | 1 | 1.4% |
| 12.5 | 1 | 1.4% |
| Other values (61) | 61 |
| Value | Count | Frequency (%) |
| 12.5 | 1 | |
| 23.895 | 1 | |
| 31.95 | 1 | |
| 33.24 | 1 | |
| 35.324 | 1 | |
| 39.662 | 1 | |
| 44.70375 | 1 | |
| 45.5075 | 1 | |
| 45.83 | 1 | |
| 46.15 | 1 |
| Value | Count | Frequency (%) |
| 94.12 | 1 | |
| 82.82666667 | 1 | |
| 82.465 | 1 | |
| 81.63333333 | 1 | |
| 81.53166667 | 1 | |
| 79.41 | 1 | |
| 74.605 | 1 | |
| 74.48125 | 1 | |
| 73.865 | 1 | |
| 73.438 | 1 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 3 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9271867997 |
|---|---|
| Minimum | 0.3333333333 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0.3333333333 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.9264285714 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.6666666667 |
| Interquartile range (IQR) | 0.07357142857 |
Descriptive statistics
| Standard deviation | 0.1430386987 |
|---|---|
| Coefficient of variation (CV) | 0.1542717161 |
| Kurtosis | 5.479802152 |
| Mean | 0.9271867997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.421657368 |
| Sum | 63.04870238 |
| Variance | 0.02046006933 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 40 | |
| 0.6 | 2 | 2.8% |
| 0.9433333333 | 1 | 1.4% |
| 0.75 | 1 | 1.4% |
| 0.945 | 1 | 1.4% |
| 0.9285714286 | 1 | 1.4% |
| 0.9575 | 1 | 1.4% |
| 0.5425 | 1 | 1.4% |
| 0.985 | 1 | 1.4% |
| 0.995 | 1 | 1.4% |
| Other values (18) | 18 | |
| (Missing) | 3 | 4.2% |
| Value | Count | Frequency (%) |
| 0.3333333333 | 1 | |
| 0.5 | 1 | |
| 0.5425 | 1 | |
| 0.6 | 2 | |
| 0.625 | 1 | |
| 0.632 | 1 | |
| 0.75 | 1 | |
| 0.805 | 1 | |
| 0.8085714286 | 1 | |
| 0.8571428571 | 1 |
| Value | Count | Frequency (%) |
| 1 | 40 | |
| 0.995 | 1 | 1.4% |
| 0.985 | 1 | 1.4% |
| 0.979 | 1 | 1.4% |
| 0.975 | 1 | 1.4% |
| 0.9575 | 1 | 1.4% |
| 0.957 | 1 | 1.4% |
| 0.945 | 1 | 1.4% |
| 0.9433333333 | 1 | 1.4% |
| 0.939 | 1 | 1.4% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1197.18908 |
|---|---|
| Minimum | 404.4 |
| Maximum | 4714.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 404.4 |
|---|---|
| 5-th percentile | 693.1111111 |
| Q1 | 923.6602564 |
| median | 1042.714286 |
| Q3 | 1290.184524 |
| 95-th percentile | 1861.785714 |
| Maximum | 4714.75 |
| Range | 4310.35 |
| Interquartile range (IQR) | 366.5242674 |
Descriptive statistics
| Standard deviation | 546.240597 |
|---|---|
| Coefficient of variation (CV) | 0.4562692778 |
| Kurtosis | 24.13984034 |
| Mean | 1197.18908 |
| Median Absolute Deviation (MAD) | 168.5714286 |
| Skewness | 4.01688082 |
| Sum | 85000.4247 |
| Variance | 298378.7898 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1877 | 1 | 1.4% |
| 1007.7 | 1 | 1.4% |
| 950.75 | 1 | 1.4% |
| 1042.333333 | 1 | 1.4% |
| 932.25 | 1 | 1.4% |
| 1133.1 | 1 | 1.4% |
| 915.9 | 1 | 1.4% |
| 1248.333333 | 1 | 1.4% |
| 1670 | 1 | 1.4% |
| 1404.916667 | 1 | 1.4% |
| Other values (61) | 61 |
| Value | Count | Frequency (%) |
| 404.4 | 1 | |
| 594.4 | 1 | |
| 680.3 | 1 | |
| 693 | 1 | |
| 693.2222222 | 1 | |
| 785 | 1 | |
| 817.5 | 1 | |
| 822.0714286 | 1 | |
| 856.5 | 1 | |
| 861.1428571 | 1 |
| Value | Count | Frequency (%) |
| 4714.75 | 1 | |
| 2118.75 | 1 | |
| 2025 | 1 | |
| 1877 | 1 | |
| 1846.571429 | 1 | |
| 1709.5 | 1 | |
| 1687.5 | 1 | |
| 1683.333333 | 1 | |
| 1673 | 1 | |
| 1670 | 1 |
df_surveycount_previous_week
Real number (ℝ≥0)
| Distinct | 24 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.444152952 |
|---|---|
| Minimum | 1 |
| Maximum | 25.85714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1.666666667 |
| 95-th percentile | 4.785714286 |
| Maximum | 25.85714286 |
| Range | 24.85714286 |
| Interquartile range (IQR) | 0.6666666667 |
Descriptive statistics
| Standard deviation | 4.90665739 |
|---|---|
| Coefficient of variation (CV) | 2.007508321 |
| Kurtosis | 19.02664394 |
| Mean | 2.444152952 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.465750776 |
| Sum | 173.5348596 |
| Variance | 24.07528674 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 40 | |
| 1.666666667 | 4 | 5.6% |
| 2 | 3 | 4.2% |
| 1.5 | 3 | 4.2% |
| 1.333333333 | 2 | 2.8% |
| 24.42857143 | 1 | 1.4% |
| 1.4 | 1 | 1.4% |
| 25.85714286 | 1 | 1.4% |
| 5.714285714 | 1 | 1.4% |
| 2.111111111 | 1 | 1.4% |
| Other values (14) | 14 | 19.7% |
| Value | Count | Frequency (%) |
| 1 | 40 | |
| 1.142857143 | 1 | 1.4% |
| 1.2 | 1 | 1.4% |
| 1.285714286 | 1 | 1.4% |
| 1.333333333 | 2 | 2.8% |
| 1.4 | 1 | 1.4% |
| 1.5 | 3 | 4.2% |
| 1.6 | 1 | 1.4% |
| 1.666666667 | 4 | 5.6% |
| 1.7 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 25.85714286 | 1 | |
| 25.66666667 | 1 | |
| 24.42857143 | 1 | |
| 5.714285714 | 1 | |
| 3.857142857 | 1 | |
| 3.777777778 | 1 | |
| 3.076923077 | 1 | |
| 2.714285714 | 1 | |
| 2.333333333 | 1 | |
| 2.285714286 | 1 |
| Distinct | 69 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.851387141 |
|---|---|
| Minimum | 0 |
| Maximum | 44.16625 |
| Zeros | 3 |
| Zeros (%) | 4.2% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.23 |
| Q1 | 5.23875 |
| median | 8.526428571 |
| Q3 | 11.18541667 |
| 95-th percentile | 25.78125 |
| Maximum | 44.16625 |
| Range | 44.16625 |
| Interquartile range (IQR) | 5.946666667 |
Descriptive statistics
| Standard deviation | 8.145344799 |
|---|---|
| Coefficient of variation (CV) | 0.8268221198 |
| Kurtosis | 6.508098565 |
| Mean | 9.851387141 |
| Median Absolute Deviation (MAD) | 3.138928571 |
| Skewness | 2.271771226 |
| Sum | 699.448487 |
| Variance | 66.34664189 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | 4.2% |
| 6.747142857 | 1 | 1.4% |
| 9.505 | 1 | 1.4% |
| 8.5225 | 1 | 1.4% |
| 9.052857143 | 1 | 1.4% |
| 2.3075 | 1 | 1.4% |
| 16.67 | 1 | 1.4% |
| 9.635833333 | 1 | 1.4% |
| 4.045714286 | 1 | 1.4% |
| 12.41285714 | 1 | 1.4% |
| Other values (59) | 59 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.7933333333 | 1 | 1.4% |
| 1.666666667 | 1 | 1.4% |
| 2.3075 | 1 | 1.4% |
| 2.381428571 | 1 | 1.4% |
| 2.585714286 | 1 | 1.4% |
| 3.03 | 1 | 1.4% |
| 3.451666667 | 1 | 1.4% |
| 4.045714286 | 1 | 1.4% |
| 4.166666667 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 44.16625 | 1 | |
| 40.925 | 1 | |
| 30.08875 | 1 | |
| 26.5625 | 1 | |
| 25 | 1 | |
| 22.76571429 | 1 | |
| 20.74666667 | 1 | |
| 16.67 | 1 | |
| 16.515 | 1 | |
| 15.13125 | 1 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6617634087 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 54 |
| Zeros (%) | 76.1% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.395416667 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.231298842 |
|---|---|
| Coefficient of variation (CV) | 4.882861154 |
| Kurtosis | 48.66569351 |
| Mean | 0.6617634087 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.774111939 |
| Sum | 46.98520202 |
| Variance | 10.4412922 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.2766666667 | 1 | 1.4% |
| 1.13625 | 1 | 1.4% |
| 1.1375 | 1 | 1.4% |
| 0.2891666667 | 1 | 1.4% |
| 0.135 | 1 | 1.4% |
| 25 | 1 | 1.4% |
| 1.653333333 | 1 | 1.4% |
| 0.6633333333 | 1 | 1.4% |
| 0.96125 | 1 | 1.4% |
| Other values (8) | 8 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.135 | 1 | 1.4% |
| 0.22 | 1 | 1.4% |
| 0.225 | 1 | 1.4% |
| 0.2766666667 | 1 | 1.4% |
| 0.2891666667 | 1 | 1.4% |
| 0.3016666667 | 1 | 1.4% |
| 0.3566666667 | 1 | 1.4% |
| 0.5591666667 | 1 | 1.4% |
| 0.5690909091 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 11.11111111 | 1 | |
| 2.39 | 1 | |
| 1.653333333 | 1 | |
| 1.1375 | 1 | |
| 1.13625 | 1 | |
| 0.96125 | 1 | |
| 0.6633333333 | 1 | |
| 0.5690909091 | 1 | |
| 0.5591666667 | 1 |
Label
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 42 | |
| 0 | 29 |
Score
Real number (ℝ≥0)
| Distinct | 70 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7458619718 |
|---|---|
| Minimum | 0.5003 |
| Maximum | 0.9945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 696.0 B |
Quantile statistics
| Minimum | 0.5003 |
|---|---|
| 5-th percentile | 0.52115 |
| Q1 | 0.6528 |
| median | 0.7481 |
| Q3 | 0.86765 |
| 95-th percentile | 0.9742 |
| Maximum | 0.9945 |
| Range | 0.4942 |
| Interquartile range (IQR) | 0.21485 |
Descriptive statistics
| Standard deviation | 0.1376262769 |
|---|---|
| Coefficient of variation (CV) | 0.1845197666 |
| Kurtosis | -0.9140515097 |
| Mean | 0.7458619718 |
| Median Absolute Deviation (MAD) | 0.1035 |
| Skewness | -0.05522875697 |
| Sum | 52.9562 |
| Variance | 0.0189409921 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7881 | 2 | 2.8% |
| 0.6446 | 1 | 1.4% |
| 0.5373 | 1 | 1.4% |
| 0.9813 | 1 | 1.4% |
| 0.7643 | 1 | 1.4% |
| 0.689 | 1 | 1.4% |
| 0.6595 | 1 | 1.4% |
| 0.9089 | 1 | 1.4% |
| 0.8945 | 1 | 1.4% |
| 0.9748 | 1 | 1.4% |
| Other values (60) | 60 |
| Value | Count | Frequency (%) |
| 0.5003 | 1 | |
| 0.5092 | 1 | |
| 0.515 | 1 | |
| 0.5166 | 1 | |
| 0.5257 | 1 | |
| 0.5293 | 1 | |
| 0.5366 | 1 | |
| 0.5373 | 1 | |
| 0.55 | 1 | |
| 0.557 | 1 |
| Value | Count | Frequency (%) |
| 0.9945 | 1 | |
| 0.984 | 1 | |
| 0.9813 | 1 | |
| 0.9748 | 1 | |
| 0.9736 | 1 | |
| 0.9228 | 1 | |
| 0.9205 | 1 | |
| 0.9181 | 1 | |
| 0.9176 | 1 | |
| 0.9105 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Unnamed: 0 | employeeid | Friday | Monday | Saturday | Sunday | Thursday | Tuesday | Wednesday | previous week_x | actual week | label | df_aicr_previous_week | df_cpc_previous_week | df_itg_previous_week | df_itg20_previous_week | df_aht_previous_week | df_ntt_previous_week | df_sentiment_previous_week | df_surveycount_previous_week | df_transfer_previous_week | df_tsr_previous_week | Label | Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1001754 | -25.396825 | 57.142857 | -100.000000 | -25.396825 | -25.396825 | -33.333333 | -25.396825 | 100.000000 | 50.000000 | 0 | NaN | 0.790000 | 45.830000 | 1.000 | 912.666667 | NaN | NaN | 1.000000 | 8.813333 | 0.000000 | 0 | 0.7848 |
| 1 | 1 | 1136749 | 100.000000 | -13.333333 | -100.000000 | -13.333333 | -33.333333 | 0.000000 | -33.333333 | 0.000000 | 0.000000 | 1 | 66.670 | 0.927143 | 48.332857 | 1.000 | 2025.000000 | NaN | NaN | 1.000000 | 2.381429 | 0.000000 | 1 | 0.7466 |
| 2 | 2 | 1140929 | 64.285714 | 75.000000 | 80.000000 | 42.103175 | -33.333333 | -33.333333 | 100.000000 | 35.714286 | 100.000000 | 1 | 82.145 | 0.610000 | 52.052500 | 1.000 | 1404.916667 | NaN | NaN | 1.142857 | 3.451667 | 0.000000 | 1 | 0.5257 |
| 3 | 7 | 1208130 | -66.666667 | -14.285714 | -13.363095 | -13.363095 | 37.500000 | -13.363095 | -10.000000 | 0.000000 | 0.000000 | 1 | 75.210 | 0.722500 | 82.465000 | 1.000 | 1169.625000 | NaN | NaN | 1.000000 | 15.131250 | 0.000000 | 1 | 0.6542 |
| 4 | 10 | 1240601 | 50.000000 | 25.000000 | 100.000000 | 20.000000 | 100.000000 | 14.285714 | 100.000000 | 60.000000 | 100.000000 | 1 | 65.385 | 0.655000 | 53.311667 | 0.945 | 822.071429 | NaN | NaN | 1.000000 | 4.045714 | 0.000000 | 0 | 0.8686 |
| 5 | 13 | 1270231 | -50.000000 | -28.571429 | -35.714286 | 25.000000 | 66.666250 | 0.000000 | 100.000000 | 33.333333 | -33.333333 | 0 | 72.810 | 0.759167 | 65.681250 | 1.000 | 893.214286 | NaN | NaN | 1.666667 | 22.765714 | 2.390000 | 0 | 0.5936 |
| 6 | 15 | 1280352 | 50.666667 | 20.000000 | 33.333333 | 0.000000 | 100.000000 | 100.000000 | 50.666667 | 100.000000 | 100.000000 | 1 | 58.335 | 0.757500 | 70.902500 | 1.000 | 1261.714286 | NaN | NaN | 1.000000 | 10.357143 | 0.000000 | 0 | 0.9205 |
| 7 | 16 | 1292899 | 100.000000 | -100.000000 | 20.000000 | 27.936508 | 33.333333 | 14.285714 | 100.000000 | 50.000000 | 100.000000 | 1 | 0.000 | 0.824444 | 62.393333 | 1.000 | 1254.909091 | NaN | NaN | 1.000000 | 5.943636 | 11.111111 | 0 | 0.6670 |
| 8 | 18 | 1295874 | 100.000000 | -6.668000 | -20.000000 | 22.666400 | 40.000000 | 0.000000 | 22.666400 | 11.110000 | -33.333333 | 0 | 75.000 | 0.479091 | 63.980000 | 1.000 | 923.153846 | NaN | NaN | 1.666667 | 9.180000 | 0.569091 | 0 | 0.5092 |
| 9 | 20 | 1303865 | 0.000000 | 100.000000 | -33.333333 | 100.000000 | 30.555556 | 33.333333 | -16.666667 | 100.000000 | -25.000000 | 0 | 75.000 | 0.693333 | 52.716000 | 1.000 | 1321.363636 | NaN | NaN | 1.000000 | 0.000000 | 0.000000 | 0 | 0.9736 |
Last rows
| Unnamed: 0 | employeeid | Friday | Monday | Saturday | Sunday | Thursday | Tuesday | Wednesday | previous week_x | actual week | label | df_aicr_previous_week | df_cpc_previous_week | df_itg_previous_week | df_itg20_previous_week | df_aht_previous_week | df_ntt_previous_week | df_sentiment_previous_week | df_surveycount_previous_week | df_transfer_previous_week | df_tsr_previous_week | Label | Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 61 | 210 | 3683104 | -32.355000 | 17.223333 | 7.140000 | 10.000000 | -4.165000 | 19.333333 | 8.570000 | 7.921667 | 2.115714 | 0 | 60.710 | 0.710000 | 62.215000 | 0.9100 | 1042.333333 | NaN | NaN | 25.666667 | 9.733333 | 0.225000 | 1 | 0.5366 |
| 62 | 215 | 3735799 | -100.000000 | -22.222222 | -22.222222 | -22.222222 | 0.000000 | 33.333333 | -22.222222 | 0.000000 | 0.000000 | 1 | NaN | 0.875000 | 12.500000 | NaN | 1709.500000 | NaN | NaN | 1.000000 | 6.250000 | 0.000000 | 1 | 0.5779 |
| 63 | 228 | 3799196 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | -100.000000 | 1 | 50.000 | 1.000000 | 50.000000 | NaN | 2118.750000 | NaN | NaN | 1.000000 | 25.000000 | 0.000000 | 1 | 0.9228 |
| 64 | 232 | 518803 | 33.333333 | 100.000000 | -100.000000 | 6.597222 | 6.250000 | -50.000000 | 50.000000 | -50.000000 | 100.000000 | 1 | 63.395 | 0.560000 | 52.878333 | 1.0000 | 1687.500000 | NaN | NaN | 1.200000 | 30.088750 | 0.000000 | 1 | 0.7881 |
| 65 | 235 | 596927 | 11.111111 | -83.335000 | -20.000000 | 100.000000 | 5.556667 | -71.428571 | -55.553333 | -46.666000 | 0.000000 | 1 | 61.595 | 0.331000 | 46.540000 | 0.9575 | 856.500000 | NaN | NaN | 1.600000 | 2.307500 | 0.000000 | 1 | 0.7623 |
| 66 | 244 | 707350 | -30.837500 | -23.030909 | 21.212727 | 47.223333 | -17.131111 | -52.338182 | -4.563333 | -14.524286 | 13.470000 | 1 | 57.380 | 0.627500 | 49.917500 | 0.9020 | 994.714286 | NaN | NaN | 5.714286 | 7.987857 | 0.301667 | 1 | 0.7341 |
| 67 | 248 | 787312 | -100.000000 | -33.333333 | -73.333333 | -73.333333 | -100.000000 | -83.333333 | -50.000000 | -100.000000 | 100.000000 | 1 | NaN | 0.832500 | 49.160000 | 1.0000 | 594.400000 | NaN | NaN | 1.000000 | 0.000000 | 0.000000 | 1 | 0.9181 |
| 68 | 251 | 826622 | 42.857143 | 12.500000 | -33.333333 | 11.289683 | 20.000000 | 85.714286 | -60.000000 | 33.333333 | -50.000000 | 0 | 65.715 | 0.551000 | 47.130000 | 1.0000 | 926.500000 | NaN | NaN | 1.000000 | 8.761000 | 0.000000 | 0 | 0.5570 |
| 69 | 259 | 906108 | 40.833333 | -16.666667 | 40.833333 | 40.833333 | 100.000000 | 100.000000 | -20.000000 | 100.000000 | -100.000000 | 0 | 50.000 | 0.881429 | 52.380000 | NaN | 1846.571429 | NaN | NaN | 1.000000 | 9.524286 | 0.000000 | 1 | 0.7632 |
| 70 | 262 | 953217 | 66.666667 | 50.000000 | 22.220000 | 50.000000 | 17.777333 | 17.777333 | -100.000000 | 100.000000 | 50.000000 | 0 | 42.220 | 0.872500 | 74.481250 | 1.0000 | 1044.214286 | NaN | NaN | 1.500000 | 4.830000 | 0.000000 | 0 | 0.7153 |